• DocumentCode
    69486
  • Title

    Markovian Reliability Analysis of Standalone Photovoltaic Systems Incorporating Repairs

  • Author

    Theristis, Marios ; Papazoglou, Ioannis A.

  • Author_Institution
    Sch. of Eng. & Phys. Sci., Heriot-Watt Univ., Edinburgh, UK
  • Volume
    4
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan. 2014
  • Firstpage
    414
  • Lastpage
    422
  • Abstract
    This paper presents an improved method to accurately determine the reliability and optimum size of standalone photovoltaic (PV) systems. The loss of load probability (LOLP) is used as a criterion. Markovian models are used to simulate the stochastic behavior of the system and to assess a more realistic value of LOLP taking the failure and repair rates of each component into consideration. The methodology is demonstrated by determining the optimum size, for a given LOLP, of a standalone PV system. The introduction of failure- and repair-induced unavailability of the system´s components resulted in a larger LOLP (by 25%), over that calculated without consideration of the failures and repairs. Thus, the proposed method allows the realistic quantification of the system´s reliability that can lead to the accurate prediction of the lifetime energy yield and the levelized cost of energy.
  • Keywords
    Markov processes; failure analysis; maintenance engineering; photovoltaic power systems; power system reliability; LOLP; Markovian reliability analysis; failure-induced unavailability; loss of load probability; optimum size; repair-induced unavailability; standalone photovoltaic systems; stochastic behavior; Batteries; Load modeling; Maintenance engineering; Markov processes; Mathematical model; Reliability; Levelized cost of energy (LCOE); Markovian models; optimum sizing; reliability; standalone photovoltaic system;
  • fLanguage
    English
  • Journal_Title
    Photovoltaics, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    2156-3381
  • Type

    jour

  • DOI
    10.1109/JPHOTOV.2013.2284852
  • Filename
    6648639